{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "7181d279-176f-476a-9dcf-aaedd9cf507d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2400x800 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np  # 导入 numpy 库，用于进行数学计算\n",
    "import matplotlib.pyplot as plt  # 导入 matplotlib.pyplot 库，用于绘制图形\n",
    "import math  # 导入 math 库，用于数学计算\n",
    "\n",
    "# 定义一个函数，用于生成正弦波\n",
    "def getSin(amp, freq, phase, sampleList):\n",
    "    return amp * np.sin(-2 * math.pi * freq * sampleList + phase)\n",
    "\n",
    "# 定义一个函数，用于生成余弦波\n",
    "def getCos(amp, freq, phase, sampleList):\n",
    "    return amp * np.cos(-2 * math.pi * freq * sampleList + phase)\n",
    "\n",
    "#去噪函数\n",
    "def denoise(arr,thresh):\n",
    "    mask = arr > thresh\n",
    "    mask = mask + 0\n",
    "    return mask * arr\n",
    "\n",
    "# 1. 获得混合波形\n",
    "srate = 3000  # 设置采样率为 3000\n",
    "t = np.linspace(0, 1, srate)  # 在 0 到 1 的范围内生成等间距的采样点\n",
    "\n",
    "# 分别生成4个正余弦波\n",
    "s1 = getSin(amp=1.5, freq=30, phase=0, sampleList=t)\n",
    "s2 = getCos(amp=3, freq=5, phase=0, sampleList=t)\n",
    "s3 = getSin(amp=10, freq=100, phase=0, sampleList=t)\n",
    "s4 = getCos(amp=20, freq=120, phase=0, sampleList=t)\n",
    "\n",
    "m = s1 + s2 + s3 + s4  # 将三个正弦波相加，得到混合波形\n",
    "m2 = s1 + s2 + s3     #目标结果\n",
    "\n",
    "# 2.获得傅里叶系数\n",
    "#Please do not hand over the code to me directly. Please remove my name :liuzhe and change it to yours\n",
    "fCoefs = np.fft.fft(m,srate)\n",
    "\n",
    "# 3. 获得振幅列表：每一个绕线的重心到原点的距离\n",
    "# 将傅里叶系数除以采样率，得到重心列表\n",
    "# 然后再求\n",
    "amp_list =2 * np.abs(fCoefs / srate)  #由于频率有负值，所以振幅被平分了，需要乘以2才能还原原始振幅\n",
    "\n",
    "# 把频率轴从0~300 转变成 0~149 然后 -150~-1\n",
    "freqs = np.fft.fftfreq(len(amp_list), 1/srate)\n",
    "\n",
    "# 然后把 频率轴 和 数据 都变成 0hz 在中间，向左是负频率，向右是正频率的形式\n",
    "amp_shifted=np.fft.fftshift(amp_list)\n",
    "freq_shift=np.fft.fftshift(freqs)\n",
    "\n",
    "# 绘制振幅列表\n",
    "#优化前\n",
    "fg ,ax = plt.subplots(2,2,figsize=(24,8))\n",
    "ax[1,0].stem(freq_shift,amp_shifted)\n",
    "ax[1,0].set_xlim([-150,150])\n",
    "ax[1,0].set_ylim([-0.5,21])\n",
    "ax[1,0].set_title('去噪前频域图') #优化前\n",
    "ax[1,0].grid()  # 添加网格线\n",
    "\n",
    "\n",
    "#去噪\n",
    "amp_shifted = denoise(amp_shifted, 1)\n",
    "#amp_shifted = np.where(np.logical_or(freq_shift > 110, freq_shift < -110), 0, amp_shifted)\n",
    "amp_shifted[(freq_shift>110) | (freq_shift<-110)]=0  #去除频率大于110hz和小于-110hz的噪音\n",
    "\n",
    "\n",
    "#还原傅里叶系数\n",
    "#制造掩膜\n",
    "am = np.fft.ifftshift(amp_shifted)\n",
    "mask = am > 0\n",
    "\n",
    "#傅里叶系数过滤\n",
    "fCoefs_denoise = fCoefs * mask\n",
    "#fCoefs_denoise = np.fft.ifft(fCoefs_denoise)\n",
    "\n",
    "#去噪后，图像还原\n",
    "m_denoise = np.fft.ifft(fCoefs_denoise)\n",
    "\n",
    "\n",
    "#优化后\n",
    "ax[1,1].stem(freq_shift,amp_shifted)\n",
    "ax[1,1].set_xlim([-150,150])\n",
    "ax[1,1].set_ylim([-0.5,21])\n",
    "ax[1,1].set_title('去噪后频域图') #优化后\n",
    "ax[1,1].grid()  # 添加网格线\n",
    "\n",
    "\n",
    "# 绘制还原前后图像\n",
    "X_limit = np.linspace(0, 500, 500)\n",
    "\n",
    "#还原前图像\n",
    "ax[0,0].plot(X_limit,m[:500])\n",
    "ax[0,0].set_xlim([0,500])\n",
    "ax[0,0].set_title(\"原图\")\n",
    "ax[0,0].grid()  # 添加网格线\n",
    "\n",
    "#还原后图像\n",
    "ax[0,1].plot(X_limit,np.real(m_denoise[:500]))\n",
    "#ax[0,1].plot(X_limit,m2[:500])   #得出目标\n",
    "ax[0,1].set_xlim([0,500])\n",
    "ax[0,1].set_title(\"去噪还原图\")\n",
    "ax[0,1].grid()  # 添加网格线\n",
    "\n",
    "#显示图形\n",
    "plt.show()"
   ]
  },
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   "cell_type": "code",
   "execution_count": null,
   "id": "64f7a821-e743-4d56-ad34-842b5a42cb72",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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